# Snyk Log Sniffer: AI-Powered Audit Log Insights for Security Leaders

DevFeed: [Snyk Log Sniffer: AI-Powered Audit Log Insights for Security Leaders](<https://devfeed.tech/articles/snyk-log-sniffer-ai-powered-audit-log-insights-for-security-leaders-8147.md>)

Original publisher: [Read original article](<https://snyk.io/blog/snyk-log-sniffer/>)

Author: Suganthi Krishnavathi; Rima Chaib; Dylan Havelock

Published: 2025-11-26T05:00:00Z

Content type: article

Language: en

Sources: [Blog RSS Feed | Snyk](<https://devfeed.tech/sources/blog-rss-feed-snyk.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Security](<https://devfeed.tech/topics/security.md>), [log management](<https://devfeed.tech/topics/log-management.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Application Security](<https://devfeed.tech/topics/application-security.md>), [Google](<https://devfeed.tech/topics/google.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [API](<https://devfeed.tech/topics/api.md>), [JSON](<https://devfeed.tech/topics/json.md>), [incident](<https://devfeed.tech/topics/incident.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [analysis](<https://devfeed.tech/tags/analysis.md>), [api](<https://devfeed.tech/tags/api.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [audit](<https://devfeed.tech/tags/audit.md>), [blog](<https://devfeed.tech/tags/blog.md>), [data](<https://devfeed.tech/tags/data.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developers](<https://devfeed.tech/tags/developers.md>), [devrel](<https://devfeed.tech/tags/devrel.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [google](<https://devfeed.tech/tags/google.md>), [google-gemini](<https://devfeed.tech/tags/google-gemini.md>), [insights](<https://devfeed.tech/tags/insights.md>), [integration](<https://devfeed.tech/tags/integration.md>), [interest](<https://devfeed.tech/tags/interest.md>), [json](<https://devfeed.tech/tags/json.md>), [logs](<https://devfeed.tech/tags/logs.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [operational](<https://devfeed.tech/tags/operational.md>), [root-cause-analysis](<https://devfeed.tech/tags/root-cause-analysis.md>), [security](<https://devfeed.tech/tags/security.md>)

## AI overview

Snyk Log Sniffer is an open source solution that uses the Snyk API and Google Gemini to analyze audit logs. It provides real-time monitoring, AI-generated executive summaries, natural-language security insights, intelligent filtering, and support for identifying risks, incidents, compliance issues, and root causes.

## Source excerpt

Introducing Log Sniffer: an innovative open source solution powered by Google Gemini AI that transforms Snyk audit logs into instant, actionable security and engineering intelligence.